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Author SHA1 Message Date
Andrew Kane
0587d4b834 Switched to TidStore for HNSW vacuuming for Postgres 17+ [skip ci] 2026-07-01 16:28:49 -07:00
16 changed files with 78 additions and 81 deletions

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@@ -8,12 +8,10 @@ jobs:
fail-fast: false
matrix:
include:
- postgres: 20
os: ubuntu-26.04
- postgres: 19
os: ubuntu-26.04
os: ubuntu-24.04
- postgres: 18
os: ubuntu-26.04-arm
os: ubuntu-24.04
- postgres: 17
os: ubuntu-24.04
- postgres: 16
@@ -25,7 +23,7 @@ jobs:
- postgres: 13
os: ubuntu-22.04
steps:
- uses: actions/checkout@v7
- uses: actions/checkout@v6
- uses: ankane/setup-postgres@v1
with:
postgres-version: ${{ matrix.postgres }}
@@ -55,7 +53,7 @@ jobs:
- postgres: 14
os: macos-15-intel
steps:
- uses: actions/checkout@v7
- uses: actions/checkout@v6
- uses: ankane/setup-postgres@v1
with:
postgres-version: ${{ matrix.postgres }}
@@ -94,7 +92,7 @@ jobs:
- postgres: 14
os: windows-2022
steps:
- uses: actions/checkout@v7
- uses: actions/checkout@v6
- uses: ankane/setup-postgres@v1
with:
postgres-version: ${{ matrix.postgres }}
@@ -135,7 +133,7 @@ jobs:
if: ${{ !startsWith(github.ref_name, 'mac') && !startsWith(github.ref_name, 'windows') }}
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v7
- uses: actions/checkout@v6
- uses: ankane/setup-postgres-valgrind@v1
with:
postgres-version: 18

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@@ -1,4 +1,4 @@
## 0.8.5 (2026-07-08)
## 0.8.5 (unreleased)
- Reduced memory usage for small tables for IVFFlat index builds

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@@ -5,7 +5,7 @@ ARG DEBIAN_CODENAME=bookworm
FROM postgres:$PG_MAJOR-$DEBIAN_CODENAME
ARG PG_MAJOR
ADD https://github.com/pgvector/pgvector.git#v0.8.5 /tmp/pgvector
ADD https://github.com/pgvector/pgvector.git#v0.8.4 /tmp/pgvector
RUN apt-get update && \
apt-mark hold locales && \

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@@ -2,7 +2,7 @@
"name": "vector",
"abstract": "Open-source vector similarity search for Postgres",
"description": "Supports L2 distance, inner product, and cosine distance",
"version": "0.8.5",
"version": "0.8.4",
"maintainer": [
"Andrew Kane <andrew@ankane.org>"
],
@@ -20,7 +20,7 @@
"vector": {
"file": "sql/vector.sql",
"docfile": "README.md",
"version": "0.8.5",
"version": "0.8.4",
"abstract": "Open-source vector similarity search for Postgres"
}
},

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@@ -1,5 +1,5 @@
EXTENSION = vector
EXTVERSION = 0.8.5
EXTVERSION = 0.8.4
MODULE_big = vector
DATA = $(wildcard sql/*--*--*.sql)

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@@ -1,5 +1,5 @@
EXTENSION = vector
EXTVERSION = 0.8.5
EXTVERSION = 0.8.4
DATA_built = sql\$(EXTENSION)--$(EXTVERSION).sql
OBJS = src\bitutils.obj src\bitvec.obj src\halfutils.obj src\halfvec.obj src\hnsw.obj src\hnswbuild.obj src\hnswinsert.obj src\hnswscan.obj src\hnswutils.obj src\hnswvacuum.obj src\ivfbuild.obj src\ivfflat.obj src\ivfinsert.obj src\ivfkmeans.obj src\ivfscan.obj src\ivfutils.obj src\ivfvacuum.obj src\sparsevec.obj src\vector.obj

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@@ -23,7 +23,7 @@ Compile and install the extension (supports Postgres 13+)
```sh
cd /tmp
git clone --branch v0.8.5 https://github.com/pgvector/pgvector.git
git clone --branch v0.8.4 https://github.com/pgvector/pgvector.git
cd pgvector
make
make install # may need sudo
@@ -40,7 +40,7 @@ Ensure [C++ support in Visual Studio](https://learn.microsoft.com/en-us/cpp/buil
```cmd
set "PGROOT=C:\Program Files\PostgreSQL\18"
cd %TEMP%
git clone --branch v0.8.5 https://github.com/pgvector/pgvector.git
git clone --branch v0.8.4 https://github.com/pgvector/pgvector.git
cd pgvector
nmake /F Makefile.win
nmake /F Makefile.win install
@@ -1151,23 +1151,23 @@ This adds pgvector to the [Postgres image](https://hub.docker.com/_/postgres) (r
Supported tags are:
- `pg18-trixie`, `0.8.5-pg18-trixie`
- `pg18-bookworm`, `0.8.5-pg18-bookworm`, `pg18`, `0.8.5-pg18`
- `pg17-trixie`, `0.8.5-pg17-trixie`
- `pg17-bookworm`, `0.8.5-pg17-bookworm`, `pg17`, `0.8.5-pg17`
- `pg16-trixie`, `0.8.5-pg16-trixie`
- `pg16-bookworm`, `0.8.5-pg16-bookworm`, `pg16`, `0.8.5-pg16`
- `pg15-trixie`, `0.8.5-pg15-trixie`
- `pg15-bookworm`, `0.8.5-pg15-bookworm`, `pg15`, `0.8.5-pg15`
- `pg14-trixie`, `0.8.5-pg14-trixie`
- `pg14-bookworm`, `0.8.5-pg14-bookworm`, `pg14`, `0.8.5-pg14`
- `pg13-trixie`, `0.8.5-pg13-trixie`
- `pg13-bookworm`, `0.8.5-pg13-bookworm`, `pg13`, `0.8.5-pg13`
- `pg18-trixie`, `0.8.4-pg18-trixie`
- `pg18-bookworm`, `0.8.4-pg18-bookworm`, `pg18`, `0.8.4-pg18`
- `pg17-trixie`, `0.8.4-pg17-trixie`
- `pg17-bookworm`, `0.8.4-pg17-bookworm`, `pg17`, `0.8.4-pg17`
- `pg16-trixie`, `0.8.4-pg16-trixie`
- `pg16-bookworm`, `0.8.4-pg16-bookworm`, `pg16`, `0.8.4-pg16`
- `pg15-trixie`, `0.8.4-pg15-trixie`
- `pg15-bookworm`, `0.8.4-pg15-bookworm`, `pg15`, `0.8.4-pg15`
- `pg14-trixie`, `0.8.4-pg14-trixie`
- `pg14-bookworm`, `0.8.4-pg14-bookworm`, `pg14`, `0.8.4-pg14`
- `pg13-trixie`, `0.8.4-pg13-trixie`
- `pg13-bookworm`, `0.8.4-pg13-bookworm`, `pg13`, `0.8.4-pg13`
You can also build the image manually:
```sh
git clone --branch v0.8.5 https://github.com/pgvector/pgvector.git
git clone --branch v0.8.4 https://github.com/pgvector/pgvector.git
cd pgvector
docker build --pull --build-arg PG_MAJOR=18 -t myuser/pgvector .
```

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@@ -1,2 +0,0 @@
-- complain if script is sourced in psql, rather than via CREATE EXTENSION
\echo Use "ALTER EXTENSION vector UPDATE TO '0.8.5'" to load this file. \quit

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@@ -290,7 +290,11 @@ hnswhandler(PG_FUNCTION_ARGS)
.amcanparallel = false,
.amcanbuildparallel = true,
.amcaninclude = false,
#if PG_VERSION_NUM >= 170000
.amusemaintenanceworkmem = true,
#else
.amusemaintenanceworkmem = false,
#endif
.amsummarizing = false,
.amparallelvacuumoptions = VACUUM_OPTION_PARALLEL_BULKDEL,
.amkeytype = InvalidOid,
@@ -351,7 +355,11 @@ hnswhandler(PG_FUNCTION_ARGS)
amroutine->amcanbuildparallel = true;
#endif
amroutine->amcaninclude = false;
amroutine->amusemaintenanceworkmem = false; /* not used during VACUUM */
#if PG_VERSION_NUM >= 170000
amroutine->amusemaintenanceworkmem = true;
#else
amroutine->amusemaintenanceworkmem = false;
#endif
#if PG_VERSION_NUM >= 160000
amroutine->amsummarizing = false;
#endif

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@@ -26,6 +26,12 @@
typedef Pointer Item;
#endif
#if PG_VERSION_NUM >= 170000
#define HnswTidStore TidStore
#else
#define HnswTidStore tidhash_hash
#endif
#define HNSW_MAX_DIM 2000
#define HNSW_MAX_NNZ 1000
@@ -427,7 +433,7 @@ typedef struct HnswVacuumState
HnswSupport support;
/* Variables */
struct tidhash_hash *deleting;
struct HnswTidStore *deleting;
BufferAccessStrategy bas;
HnswNeighborTuple ntup;
HnswElementData highestPoint;

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@@ -10,6 +10,12 @@
#include "utils/memutils.h"
#include "utils/rel.h"
#if PG_VERSION_NUM >= 170000
#include "access/tidstore.h"
#include "miscadmin.h"
#include "postmaster/autovacuum.h"
#endif
#if PG_VERSION_NUM >= 160000
#include "varatt.h"
#endif
@@ -22,9 +28,13 @@
* Check if deletion list contains an element
*/
static bool
DeletingElement(tidhash_hash * deleting, ItemPointer indextid)
DeletingElement(HnswTidStore * deleting, ItemPointer indextid)
{
#if PG_VERSION_NUM >= 170000
return TidStoreIsMember(deleting, indextid);
#else
return tidhash_lookup(deleting, *indextid) != NULL;
#endif
}
/*
@@ -60,6 +70,10 @@ RemoveHeapTids(HnswVacuumState * vacuumstate)
OffsetNumber offno;
OffsetNumber maxoffno;
bool updated = false;
#if PG_VERSION_NUM >= 170000
OffsetNumber deletedoffs[MaxOffsetNumber];
int ndeletedoffs = 0;
#endif
vacuum_delay_point();
@@ -121,6 +135,9 @@ RemoveHeapTids(HnswVacuumState * vacuumstate)
if (!ItemPointerIsValid(&etup->heaptids[0]))
{
#if PG_VERSION_NUM >= 170000
deletedoffs[ndeletedoffs++] = offno;
#else
ItemPointerData indextid;
bool found;
@@ -129,6 +146,7 @@ RemoveHeapTids(HnswVacuumState * vacuumstate)
tidhash_insert(vacuumstate->deleting, indextid, &found);
Assert(!found);
#endif
}
else if (etup->level > highestLevel)
{
@@ -157,6 +175,10 @@ RemoveHeapTids(HnswVacuumState * vacuumstate)
}
}
#if PG_VERSION_NUM >= 170000
TidStoreSetBlockOffsets(vacuumstate->deleting, blkno, deletedoffs, ndeletedoffs);
#endif
blkno = HnswPageGetOpaque(page)->nextblkno;
if (updated)
@@ -756,7 +778,11 @@ InitVacuumState(HnswVacuumState * vacuumstate, IndexVacuumInfo *info, IndexBulkD
HnswGetMetaPageInfo(index, &vacuumstate->m, NULL);
/* Create hash table */
#if PG_VERSION_NUM >= 170000
vacuumstate->deleting = TidStoreCreateLocal((AmAutoVacuumWorkerProcess() && autovacuum_work_mem != -1) ? autovacuum_work_mem : maintenance_work_mem, true);
#else
vacuumstate->deleting = tidhash_create(CurrentMemoryContext, 256, NULL);
#endif
}
/*
@@ -765,7 +791,11 @@ InitVacuumState(HnswVacuumState * vacuumstate, IndexVacuumInfo *info, IndexBulkD
static void
FreeVacuumState(HnswVacuumState * vacuumstate)
{
#if PG_VERSION_NUM >= 170000
TidStoreDestroy(vacuumstate->deleting);
#else
tidhash_destroy(vacuumstate->deleting);
#endif
FreeAccessStrategy(vacuumstate->bas);
pfree(vacuumstate->ntup);
MemoryContextDelete(vacuumstate->tmpCtx);

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@@ -23,15 +23,11 @@
VectorArray
VectorArrayInit(int maxlen, int dimensions, Size itemsize)
{
VectorArray res;
if (maxlen < 1 || dimensions < 1)
elog(ERROR, "safety check failed");
VectorArray res = palloc(sizeof(VectorArrayData));
/* Ensure items are aligned to prevent UB */
itemsize = MAXALIGN(itemsize);
res = palloc(sizeof(VectorArrayData));
res->length = 0;
res->maxlen = maxlen;
res->dim = dimensions;

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@@ -40,7 +40,7 @@
#endif
#if PG_VERSION_NUM >= 180000
PG_MODULE_MAGIC_EXT(.name = "vector", .version = "0.8.5");
PG_MODULE_MAGIC_EXT(.name = "vector", .version = "0.8.4");
#else
PG_MODULE_MAGIC;
#endif

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@@ -31,7 +31,7 @@ $node->pgbench(
{
"047_hnsw_vacuum_insert_insert\@500" => "INSERT INTO tst (v) VALUES (ARRAY[$array_sql]);",
"047_hnsw_vacuum_insert_delete\@500" => "DELETE FROM tst WHERE i = (SELECT i FROM tst LIMIT 1);",
"047_hnsw_vacuum_insert_select\@20" => "SELECT i FROM tst ORDER BY v <-> (SELECT ARRAY[$array_sql]::vector) LIMIT 10;",
"047_hnsw_vacuum_insert_select\@20" => "SELECT i FROM tst ORDER BY v <-> '[0,0,0]' LIMIT 10;",
"047_hnsw_vacuum_insert_vacuum\@1" => "VACUUM tst;"
}
);

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@@ -1,39 +0,0 @@
use strict;
use warnings FATAL => 'all';
use PostgreSQL::Test::Cluster;
use PostgreSQL::Test::Utils;
use Test::More;
my $dim = 3;
my $array_sql = join(",", ('random()') x $dim);
# Initialize node
my $node = PostgreSQL::Test::Cluster->new('node');
$node->init;
$node->start;
# Create table and index
$node->safe_psql("postgres", "CREATE EXTENSION vector;");
$node->safe_psql("postgres", "CREATE TABLE tst (i serial, v vector($dim));");
$node->safe_psql("postgres", "ALTER TABLE tst SET (autovacuum_enabled = false);");
$node->safe_psql("postgres",
"INSERT INTO tst (v) SELECT ARRAY[$array_sql] FROM generate_series(1, 1000) i;"
);
$node->safe_psql("postgres", "CREATE INDEX ON tst USING ivfflat (v vector_l2_ops) WITH (lists = 10);");
# Test no errors
$node->pgbench(
"--no-vacuum --client=5 --transactions=1500",
0,
[qr{actually processed}],
[qr{^$}],
"concurrent INSERTs, DELETEs, SELECTs, and VACUUM",
{
"048_ivfflat_vacuum_insert_insert\@500" => "INSERT INTO tst (v) VALUES (ARRAY[$array_sql]);",
"048_ivfflat_vacuum_insert_delete\@500" => "DELETE FROM tst WHERE i = (SELECT i FROM tst LIMIT 1);",
"048_ivfflat_vacuum_insert_select\@500" => "SELECT i FROM tst ORDER BY v <-> (SELECT ARRAY[$array_sql]::vector) LIMIT 10;",
"048_ivfflat_vacuum_insert_vacuum\@1" => "VACUUM tst;"
}
);
done_testing();

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@@ -1,4 +1,4 @@
comment = 'vector data type and ivfflat and hnsw access methods'
default_version = '0.8.5'
default_version = '0.8.4'
module_pathname = '$libdir/vector'
relocatable = true